loolzrulez/Qwen3-4B-Instruct-2507-heretic-Q8_0-GGUF · Hugging Face

--- library_name: transformers license: apache-2.0 license_link: https://huggingface.co/Qwen/Qwen3-4B-Instruct-2507/blob/main/LICENSE pipeline_tag: text-generation tags: - heretic - uncensored - decensored - abliterated - llama-cpp - gguf-my-repo base_model: heretic-org/Qwen3-4B-Instruct-2507-heretic --- # loolzrulez/Qwen3-4B-Instruct-2507-heretic-Q8_0-GGUF This model was converted to GGUF format from [`heretic-org/Qwen3-4B-Instruct-2507-heretic`](https://huggingface.co/heretic-org/Qwen3-4B-Instruct-2507-heretic) using llama.cpp via the ggml.ai's [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space. Refer to the [original model card](https://huggingface.co/heretic-org/Qwen3-4B-Instruct-2507-heretic) for more details on the model. ## Use with llama.cpp Install llama.cpp through brew (works on Mac and Linux) ```bash brew install llama.cpp ``` Invoke the llama.cpp server or the CLI. ### CLI: ```bash llama-cli --hf-repo loolzrulez/Qwen3-4B-Instruct-2507-heretic-Q8_0-GGUF --hf-file qwen3-4b-instruct-2507-heretic-q8_0.gguf -p "The meaning to life and the universe is" ``` ### Server: ```bash llama-server --hf-repo loolzrulez/Qwen3-4B-Instruct-2507-heretic-Q8_0-GGUF --hf-file qwen3-4b-instruct-2507-heretic-q8_0.gguf -c 2048 ``` Note: You can also use this checkpoint directly through the [usage steps](https://github.com/ggerganov/llama.cpp?tab=readme-ov-file#usage) listed in the Llama.cpp repo as well. Step 1: Clone llama.cpp from GitHub. ``` git clone https://github.com/ggerganov/llama.cpp ``` Step 2: Move into the llama.cpp folder and build it with `LLAMA_CURL=1` flag along with other hardware-specific flags (for ex: LLAMA_CUDA=1 for Nvidia GPUs on Linux). ``` cd llama.cpp && LLAMA_CURL=1 make ``` Step 3: Run inference through the main binary. ``` ./llama-cli --hf-repo loolzrulez/Qwen3-4B-Instruct-2507-heretic-Q8_0-GGUF --hf-file qwen3-4b-instruct-2507-heretic-q8_0.gguf -p "The meaning to life and the universe is" ``` or ``` ./llama-server --hf-repo loolzrulez/Qwen3-4B-Instruct-2507-heretic-Q8_0-GGUF --hf-file qwen3-4b-instruct-2507-heretic-q8_0.gguf -c 2048 ```

Source context: 1358 downloads · 1 likes · Pipeline text-generation · Library transformers · Repo loolzrulez/Qwen3-4B-Instruct-2507-heretic-Q8_0-GGUF